Our work is similar in motivation to many works focusing on improving feature extraction via lateral connections between different layers of a model [1]}, [2]}, different models operating on different frame rates [3]} or modalities [4]}. In contrast to these approaches which all utilise a single fixed input resolution, we utilise a secondary stream with access to higher resolution image information which is used to enhance the backbone frame wide features.
